OpenCV essentials : acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV /

This book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Suarez, Oscar Deniz (Autor)
Otros Autores: Leeuwesteijn, Arie (Diseñador de portada)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, England : Packt Publishing, 2014.
Colección:Community experience distilled.
Temas:
Computer vision.
Image processing > Digital techniques.
Vision par ordinateur.
Traitement d'images > Techniques numériques.
digital imaging.
COMPUTERS > General.
Computer vision
Image processing > Digital techniques
Acceso en línea:Texto completo

MARC

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245 0 0 |a OpenCV essentials :  |b acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV /  |c Oscar Deniz Suarez [and six others] ; cover image by Arie Leeuwesteijn. 
264 1 |a Birmingham, England :  |b Packt Publishing,  |c 2014. 
264 4 |c ©2014 
300 |a 1 online resource (214 pages) :  |b color illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Community Experience Distilled 
500 |a Includes index. 
588 0 |a Online resource; title from PDF title page (ebrary, viewed September 5, 2014). 
505 0 |a ""Cover""; ""Copyright""; ""Credits""; ""About the Authors""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Getting Started""; ""Setting up OpenCV""; ""Compiled versus precompiled library""; ""Configuring OpenCV with Cmake""; ""Building and installing the library""; ""Quick recipe for setting up OpenCV""; ""API concepts and basic datatypes""; ""Our first program â€? reading and writing images and videos""; ""The qmake project file""; ""Reading and playing a video file""; ""Live input from a camera""; ""Summary"" 
505 8 |a ""Chapter 2: Something We Look at â€? Graphical User Interfaces""""Using OpenCV's highgui module""; ""Text and drawing""; ""Selecting regions""; ""Using Qt-based functions""; ""Text overlays and status bar""; ""The properties dialog""; ""Windows properties""; ""Qt images""; ""Summary""; ""Chapter 3: First Things First â€? Image Processing""; ""Pixel-level access and common operations""; ""Image histogram""; ""Histogram equalization""; ""Brightness and contrast modeling""; ""Histogram matching and LUT""; ""Conversion from RGB to other color spaces""; ""Filtering with the retina model"" 
505 8 |a Arithmetic and geometrical transformsArithmetic transform -- Geometrical transforms -- Summary -- What else? -- Chapter 4: What's in the Image? Segmentation -- Thresholding -- Contours and connected components -- Flood fill -- Watershed segmentation -- GrabCut -- Summary -- What else? -- Chapter 5: Focusing on the Interesting 2D Features -- Interest points -- Feature detectors -- The FAST detector -- The SURF detector -- The ORB detector -- The KAZE and AKAZE detectors -- Feature descriptor extractors -- Descriptor matchers 
505 8 |a Matching the SURF descriptorsMatching the AKAZE descriptors -- Summary -- What else? -- Chapter 6: Where's Wally? Object Detection -- Object detection -- Detecting objects with OpenCV -- Cascades are beautiful -- Object detection using cascades -- Training your own cascade -- Latent SVM -- Scene text detection -- Summary -- What else? -- Chapter 7: What Is He Doing? Motion -- Motion history -- Reading video sequences -- The Lucas-Kanade optical flow -- The Gunnar-Farneback optical flow -- The Mean-Shift tracker -- The CamShift tracker 
505 8 |a The Motion templatesThe Motion history template -- The Motion gradient -- The Background subtraction technique -- Image alignment -- Summary -- What else? -- Chapter 8: Advanced Topics -- Machine learning -- The KNN classifier -- The Random Forest classifier -- SVM for classification -- What about GPUs? -- Setting up OpenCV with CUDA -- Configuring the OpenCV build -- Building and installing the library -- A quick recipe for setting up OpenCV with CUDA -- Our first GPU-based program -- Going real time -- Performance -- Summary -- What else? 
520 |a This book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected. 
546 |a English. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Computer vision. 
650 0 |a Image processing  |x Digital techniques. 
650 6 |a Vision par ordinateur. 
650 6 |a Traitement d'images  |x Techniques numériques. 
650 7 |a digital imaging.  |2 aat 
650 7 |a COMPUTERS  |x General.  |2 bisacsh 
650 7 |a Computer vision  |2 fast 
650 7 |a Image processing  |x Digital techniques  |2 fast 
700 1 |a Suarez, Oscar Deniz,  |e author. 
700 1 |a Leeuwesteijn, Arie,  |e cover designer. 
776 0 8 |i Print version:  |t OpenCV essentials : acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV.  |d Birmingham, England : Packt Publishing, ©2014  |h iii, 192 pages  |k Community experience distilled.  |z 9781783984244 
830 0 |a Community experience distilled. 
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938 |a EBSCOhost  |b EBSC  |n 836707 
994 |a 92  |b IZTAP 

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